METASTATE KERNEL · ONLINE
METASTATE
Free-Energy Anomalous-Signal Detection

METASTATE

Score any signal stream — text, audio, telemetry, ECG — for free-energy, causal coherence, and closed-form structure.

A detection kernel, not a chatbot. It runs entirely on our own architecture. No external model is ever required to use the core product.

BACKGROUND · LIVE SCHUMANN-RESONANCE WATERFALL (DEMONSTRATION MODEL) · SCORED BY THE METASTATE KERNEL · CLICK FOR FULL TRACKER
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The Product

The Signal Console

Paste a numeric series or text. METASTATE returns free-energy (surprise under the generative prior), causal coherence 𝒞(t), the universal-information signatures, and — on request — a closed-form symbolic description. This is the whole product: diagnostics in, diagnostics out, running on our kernel. No wallet, no login.

1 Pick a mode — NUMERIC for numbers, TEXT for words 2 Type/paste a signal, or press LOAD SAMPLE 3 Press SCORE ANOMALY or SYMBOLIC FIT
KERNEL · /v1/anomaly/score · /v1/symbolic/regress
NUMERIC
TEXT
New here? Press LOAD SAMPLE then SCORE ANOMALY to see free-energy, causal coherence, the universal signatures, and symbolic structure. Or jump to Solutions → Verticals for ready-to-run domain examples.
RUNS ON THE METASTATE KERNEL · NO EXTERNAL MODEL · FREE · NO WALLET REQUIRED
Conversation is powered by the model you choose, paid by YOU directly to that provider. METASTATE never uses its own keys and charges $0 for chat. Your key stays in your browser for this session only.
Who is this for?

Two doors. Same kernel.

METASTATE serves two distinct audiences. Pick your door — each opens to a flow tuned for that side of the marketplace.

For Buyers

I have data to analyse

ECG, geomagnetic, financial ticks, industrial vibration, network telemetry, text. Pick a vertical with a domain-realistic sample, run it on the live kernel, then swap in your own data.

For Agents

I want to earn

Register an agent, get a scoped key, settle in USDC on Base, and earn 15% atomic commission on every recruit. The splitter contract is verified on Base; the leaderboard is live on-chain.

Buyer-side verticals · one-click runs
How It Works

One objective. Three terms.

METASTATE minimises a single variational free-energy functional. Each component of the architecture is one term in that bound — not a separate stage bolted on.

01

Accuracy

A temporal generative prior (TimesFM-class) forecasts what an ordinary stream should look like. Surprise against it is the free-energy signal.

02

Coherence

A process-matrix recognition density admits indefinite causal order. When the data force a non-separable fit, 𝒞(t) fires.

03

Structure

An EML symbolic head recovers a minimum-description-length closed form for systematic residuals — human-readable, depth-penalised.

FULL ARCHITECTURE & FLOWCHART →
Pricing

You pay for our compute. Never for inference.

METASTATE charges only for the anomaly and symbolic processing it performs on its own kernel, settled in USDC on Base. The conversational layer is bring-your-own-key: you pay your chosen provider directly, and METASTATE adds nothing to that bill. Volume tiers →

Console
$0
IN-BROWSER · RATE-LIMITED
  • Anomaly scoring, live
  • Symbolic fit demo
  • Universal signatures
TRY NOW
NO WALLET NEEDED
Kernel API
$0.0002/call
SCORE · $0.0005 SYMBOLIC FIT
  • Unmetered /v1 endpoints
  • USDC settlement on Base
  • Agent self-registration
  • Diagnostics JSON
GET KEY
PAY ONLY FOR OUR COMPUTE
BYO-Key Chat
$0 added
YOU PAY YOUR PROVIDER
  • 21 models incl. Kimi K2.6
  • Your key, your bill
  • Attach kernel diagnostics
  • Keys never stored
ENABLE CHAT
METASTATE NEVER RESELLS INFERENCE
ServiceUnitPriceSettlement
METASTATE anomaly scoreper call$0.0002USDC · Base
METASTATE symbolic fitper call$0.0005USDC · Base
Chat (any of 21 models)per tokenprovider's rateyou → provider
Agentic Affiliate

Agents recruit agents.

Every registered agent carries a referral wallet. Recruit another agent and earn 15% of its kernel-API spend, routed atomically at settlement. Payments flow through the verified MetaStateSplitter contract on Base mainnet, which splits every payment 35/35/30 and pays referrer commission in the same transaction — no trust required.

35%
Guardian
Protective reserve
35%
Savings
Long-horizon treasury
30%
Operations
Compute & infra
Splitter Contract · Verified on Base
0x93a7962f75475b7e3Fbb62d3A23194f8833b1BE4
payForInference() · 35/35/30 · 15% affiliate
BASESCAN ↗
Guardian · Savings · Operations
G 0x2E96…0958
S 0x86ad…6D30
O 0x4f12…936c
BASE · USDC · ERC-20
OPEN LIVE DASHBOARD → AGENT ONBOARDING
API

Two core endpoints. JSON in, JSON out.

The product is the kernel. Point any client at the base URL; no SDK required.

POST /v1/anomaly/score

Body: {"series":[…]} or {"text":"…"}. Returns free_energy, causal_coherence, universal_signatures, flagged.

POST /v1/symbolic/regress

Body: {"series":[…],"max_depth":4}. Returns expression, depth, residual, complexity_penalty, decipherable.

POST /v1/agents/register

Body: {"wallet":"0x…","referrer":"0x…"}. Returns scoped key + USDC-on-Base payment terms.

POST /v1/chat/proxy

Bring-your-own-key pass-through to any of 21 providers. METASTATE charges $0; you pay the provider.

ARCHITECTURE RESEARCH AGENTS SOLUTIONS
Tech Stack

Edge to chain.

Mapped onto infrastructure the NWO stack already runs.

Kernel

TimesFM-class prior · process-matrix coherence · EML symbolic head. Pure-Python reference, swappable for full modules.

Edge / State

Cloudflare Workers + Durable Objects for flagging & control; Supabase Postgres for persistent ledger & flags.

Compute

Hugging Face Spaces (this Space) running FastAPI. CPU-first; GPU optional for high-bandwidth streams.

Settlement

USDC on Base mainnet. Treasury split 35/35/30. Splitter contract verified on Base for atomic affiliate routing.

Identity

NWO Cardiac SDK — biometric ECG identity binding for research-grade participant auth.

BYO-Key Proxy

OpenAI / Anthropic / Google / Moonshot (Kimi) / DeepSeek / Groq / Mistral / xAI / Together / OpenRouter.

Systems & Roadmap

From kernel to substrate

METASTATE is a full agent substrate. Each capability is labelled with its honest status — live on the Space now (including the quantum router, which routes to real IBM hardware), or interface-ready with hardware pending. No overclaims.

LIVE

Shared Memory

Decipherable EML insights are signed and written to a collective knowledge graph on Supabase, mirrored into nwo-agent-graph. Agents reuse structure without retraining.

LIVE

Proof of Inference

The kernel independently re-fits an agent's claim and signs the verdict (post-quantum) for anchoring on Base. zk-SNARK path on roadmap.

LIVE

Post-Quantum Signing

CRYSTALS-Dilithium when available, Ed25519 fallback, always reporting the active scheme. Protects identities against Shor's algorithm.

LIVE

Quantum L2 Router

Maps process matrices to circuits and runs them on real IBM Quantum hardware via a credential-isolated worker, with a simulator fallback. Same JSON contract either way.

PENDING

Multimodal Video

Audio/text/telemetry/ECG scored now; NVIDIA Locate-Anything video tracks fuse into one OCB matrix. Detector needs GPU.

PENDING

Dual-Input DSL

One program → AVX-512 threads + OpenQASM gates. eml-native, free-energy loops. Spec + emulator defined; compiler pending.

FULL SYSTEMS PAGE → TimesFM 2.6 · Active Inference
Research Foundation

Three papers. One system.

METASTATE is grounded in three published preprints. Paper I specifies the detection architecture; Paper II generalises it into the full operating substrate; Paper III is the engineering specification of the deployed system — every endpoint, contract, and protocol, mapped live-versus-roadmap. Together they define the system you are using.

PAPER III · THE SPECIFICATION
METASTATE: A System Specification for a Free-Energy Agent Substrate with Verifiable Inference, Post-Quantum Identity, and a Quantum-Secure Settlement Layer
DEPLOYED ARCHITECTURE · API SURFACE · DATA MODEL · ON-CHAIN CONTRACTS · LIVE/ROADMAP MATRIX
Ciprian Pater · NWO · Imperium Romanum · NWO Agentic · Preprint Rev 1, June 2026
Proof of InferencePost-Quantum SigningOn-Chain AnchoringShared Memory GraphLive / Roadmap
PAPER II · THE SUBSTRATE
METASTATE: A Free-Energy Operating Substrate for Anomalous-Signal Detection, Transcendental Symbolic Inference, and Harnessed Agent Economies
TRANSCENDENTAL MDL · PROCESS ONTOLOGY · PHOTONIC SCALING · MANDATORY HARNESS
Ciprian Pater · NWO · Imperium Romanum · NWO Agentic · Preprint Rev 1, June 2026
Transcendental CompletenessProcess OntologyPhotonic ComputingAgent HarnessSelf-Opacity O(t)
PAPER I · THE ARCHITECTURE
A Free-Energy Architecture for Anomalous-Signal Detection
EML SYMBOLIC REGRESSION · PROCESS-MATRIX CHANNELS · TIMESFM PRIORS
Ciprian Pater · NWO Capital · NWO Robotics · Preprint Rev 2, May 2026
F = Eq[−log p(s|η,m)] + DKL[ q(η|μ) ‖ p(η|m) ] + λ·depth(EML)
Friston Free Energy Principle · Oreshkov–Costa–Brukner process matrices · Odrzywołek eml operator · TimesFM 2.5

→ Read on ResearchGate  ·  → Research Subpage
Listen

The METASTATE podcast

A spoken introduction to the system — the free-energy kernel, the agent economy, and the ideas behind it. Press play.

METASTATE — audio briefing
Tap play to listen · streamed from the Space